Icon

JKISeason3-13_​Detecting Fraudulent Contracts

Detecting Fraudulent Contracts

Challenge 13
Level: Easy to Medium

Description: You work in the contracts department of a software company and are asked to detect fraudulent (or wrong) contracts based on their contract value. Given the PDF versions of the contracts, you need to extract their contract value (and, optionally, any other fields you find useful) and detect outliers among them. You can either use simpler outlier detection techniques, such as those based on statistics or visualization, or more advanced ones based on machine learning.

Author: Lada Rudnitckaia

URL: Dataset https://hub.knime.com/alinebessa/spaces/Just%20KNIME%20It!%20Season%203%20-%20Datasets/Challenge%2013%20-%20Dataset~PY1cXhvh92p6MY-E/

Download Files ChromeEdgeFirefoxNode 4PDFNode 34Node 35Node 36Node 47Node 48Node 49Node 50NameNode 52Node 53Node 54Node 55emailNode 57Node 58Node 59Product1Product2transferNode 65Node 66Node 68Investment AgreementNode 72Node 73DateNode 75CO InvestmentFund Manager+Gold InvestmentP+B InvestmentPrivate Investmenttransfer by productNode 83Node 84 Web InteractionStart (Labs) Navigator (Labs) Tika Parser Content Retriever(Labs) Row Filter String Manipulation Navigator (Labs) Table Row toVariable Loop Start Variable Loop End Cell Splitter Cell Splitter String Manipulation String Manipulation Column Filter Column Filter Cell Splitter String Manipulation(Multi Column) String Manipulation String Manipulation Cell Splitter Cell Splitter Cell Splitter String Manipulation String to Number Bar Chart String Manipulation Column Renamer Column Filter String Manipulation String to Date&Time String Manipulation String Manipulation String Manipulation String Manipulation String Manipulation Math Formula(Multi Column) Bar Chart Numeric Outliers Download Files ChromeEdgeFirefoxNode 4PDFNode 34Node 35Node 36Node 47Node 48Node 49Node 50NameNode 52Node 53Node 54Node 55emailNode 57Node 58Node 59Product1Product2transferNode 65Node 66Node 68Investment AgreementNode 72Node 73DateNode 75CO InvestmentFund Manager+Gold InvestmentP+B InvestmentPrivate Investmenttransfer by productNode 83Node 84Web InteractionStart (Labs) Navigator (Labs) Tika Parser Content Retriever(Labs) Row Filter String Manipulation Navigator (Labs) Table Row toVariable Loop Start Variable Loop End Cell Splitter Cell Splitter String Manipulation String Manipulation Column Filter Column Filter Cell Splitter String Manipulation(Multi Column) String Manipulation String Manipulation Cell Splitter Cell Splitter Cell Splitter String Manipulation String to Number Bar Chart String Manipulation Column Renamer Column Filter String Manipulation String to Date&Time String Manipulation String Manipulation String Manipulation String Manipulation String Manipulation Math Formula(Multi Column) Bar Chart Numeric Outliers

Nodes

Extensions

Links